Overview
Brought to you by YData
Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 500 |
| Missing cells | 30 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 624.7 KiB |
| Average record size in memory | 1.2 KiB |
Variable types
| Text | 4 |
|---|---|
| Categorical | 19 |
| Numeric | 4 |
| DateTime | 2 |
feature_1 is highly overall correlated with product_category and 2 other fields | High correlation |
product_category is highly overall correlated with feature_1 and 2 other fields | High correlation |
sub_type is highly overall correlated with feature_1 and 2 other fields | High correlation |
technology is highly overall correlated with feature_1 and 2 other fields | High correlation |
warranty_duration_months is highly overall correlated with warranty_years | High correlation |
warranty_years is highly overall correlated with warranty_duration_months | High correlation |
capacity_tons is highly imbalanced (68.2%) | Imbalance |
capacity_kg is highly imbalanced (68.3%) | Imbalance |
capacity_place_settings is highly imbalanced (65.4%) | Imbalance |
manufacturing_date has 15 (3.0%) missing values | Missing |
review_date has 15 (3.0%) missing values | Missing |
discount_offered has 63 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-08-19 01:09:05.407184 |
|---|---|
| Analysis finished | 2025-08-19 01:09:10.940585 |
| Duration | 5.53 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
product_id
Text
| Distinct | 484 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.4 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Unique
| Unique | 483 ? |
|---|---|
| Unique (%) | 96.6% |
Sample
| 1st row | PID433097 |
|---|---|
| 2nd row | PID251899 |
| 3rd row | PID857398 |
| 4th row | PID934528 |
| 5th row | PID952837 |
| Value | Count | Frequency (%) |
| pid514014 | 17 | 3.4% |
| pid375281 | 1 | 0.2% |
| pid792350 | 1 | 0.2% |
| pid853697 | 1 | 0.2% |
| pid587371 | 1 | 0.2% |
| pid857398 | 1 | 0.2% |
| pid651778 | 1 | 0.2% |
| pid796565 | 1 | 0.2% |
| pid623558 | 1 | 0.2% |
| pid662738 | 1 | 0.2% |
| Other values (474) | 474 |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 500 | |
| I | 500 | |
| D | 500 | |
| 4 | 330 | 7.3% |
| 3 | 327 | 7.3% |
| 1 | 311 | 6.9% |
| 2 | 309 | 6.9% |
| 5 | 301 | 6.7% |
| 6 | 299 | 6.6% |
| 8 | 295 | 6.6% |
| Other values (3) | 828 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 500 | |
| I | 500 | |
| D | 500 | |
| 4 | 330 | 7.3% |
| 3 | 327 | 7.3% |
| 1 | 311 | 6.9% |
| 2 | 309 | 6.9% |
| 5 | 301 | 6.7% |
| 6 | 299 | 6.6% |
| 8 | 295 | 6.6% |
| Other values (3) | 828 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 500 | |
| I | 500 | |
| D | 500 | |
| 4 | 330 | 7.3% |
| 3 | 327 | 7.3% |
| 1 | 311 | 6.9% |
| 2 | 309 | 6.9% |
| 5 | 301 | 6.7% |
| 6 | 299 | 6.6% |
| 8 | 295 | 6.6% |
| Other values (3) | 828 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 500 | |
| I | 500 | |
| D | 500 | |
| 4 | 330 | 7.3% |
| 3 | 327 | 7.3% |
| 1 | 311 | 6.9% |
| 2 | 309 | 6.9% |
| 5 | 301 | 6.7% |
| 6 | 299 | 6.6% |
| 8 | 295 | 6.6% |
| Other values (3) | 828 |
product_category
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 34.2 KiB |
| Refrigerator | |
|---|---|
| Dishwasher | |
| Water Dispenser | |
| Washing Machine | |
| Air Cooler |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 12.772 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Dishwasher |
|---|---|
| 2nd row | Washing Machine |
| 3rd row | Air Conditioner |
| 4th row | Air Conditioner |
| 5th row | Air Conditioner |
Common Values
| Value | Count | Frequency (%) |
| Refrigerator | 103 | |
| Dishwasher | 83 | |
| Water Dispenser | 82 | |
| Washing Machine | 78 | |
| Air Cooler | 78 | |
| Air Conditioner | 76 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| air | 154 | |
| refrigerator | 103 | |
| dishwasher | 83 | |
| dispenser | 82 | |
| water | 82 | |
| washing | 78 | |
| machine | 78 | |
| cooler | 78 | |
| conditioner | 76 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 864 | |
| e | 767 | |
| i | 730 | |
| a | 424 | 6.6% |
| o | 411 | 6.4% |
| s | 408 | 6.4% |
| n | 390 | 6.1% |
| h | 322 | 5.0% |
| 314 | 4.9% | |
| t | 261 | 4.1% |
| Other values (13) | 1495 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6386 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 864 | |
| e | 767 | |
| i | 730 | |
| a | 424 | 6.6% |
| o | 411 | 6.4% |
| s | 408 | 6.4% |
| n | 390 | 6.1% |
| h | 322 | 5.0% |
| 314 | 4.9% | |
| t | 261 | 4.1% |
| Other values (13) | 1495 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6386 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 864 | |
| e | 767 | |
| i | 730 | |
| a | 424 | 6.6% |
| o | 411 | 6.4% |
| s | 408 | 6.4% |
| n | 390 | 6.1% |
| h | 322 | 5.0% |
| 314 | 4.9% | |
| t | 261 | 4.1% |
| Other values (13) | 1495 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6386 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 864 | |
| e | 767 | |
| i | 730 | |
| a | 424 | 6.6% |
| o | 411 | 6.4% |
| s | 408 | 6.4% |
| n | 390 | 6.1% |
| h | 322 | 5.0% |
| 314 | 4.9% | |
| t | 261 | 4.1% |
| Other values (13) | 1495 |
sub_type
Categorical
High correlation
| Distinct | 15 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.8 KiB |
| Bottom Loading | |
|---|---|
| Top Load | |
| Full Size | |
| Table Top | |
| Top Loading | |
| Other values (10) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 9.834 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Table Top |
|---|---|
| 2nd row | Top Load |
| 3rd row | Inverter AC |
| 4th row | Window AC |
| 5th row | Split AC |
Common Values
| Value | Count | Frequency (%) |
| Bottom Loading | 61 | |
| Top Load | 44 | 8.8% |
| Full Size | 42 | 8.4% |
| Table Top | 39 | 7.8% |
| Top Loading | 38 | 7.6% |
| Front Load | 33 | 6.6% |
| Desert | 31 | 6.2% |
| Personal | 31 | 6.2% |
| Side-by-Side | 30 | 6.0% |
| Double Door | 30 | 6.0% |
| Other values (5) | 121 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| top | 121 | |
| loading | 99 | |
| load | 77 | 8.6% |
| ac | 76 | 8.5% |
| bottom | 61 | 6.8% |
| door | 58 | 6.5% |
| full | 42 | 4.7% |
| size | 42 | 4.7% |
| table | 39 | 4.4% |
| front | 33 | 3.7% |
| Other values (9) | 243 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 671 | 13.6% |
| 391 | 8.0% | |
| e | 365 | 7.4% |
| i | 277 | 5.6% |
| d | 261 | 5.3% |
| a | 246 | 5.0% |
| n | 244 | 5.0% |
| t | 237 | 4.8% |
| l | 235 | 4.8% |
| r | 226 | 4.6% |
| Other values (22) | 1764 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4917 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 671 | 13.6% |
| 391 | 8.0% | |
| e | 365 | 7.4% |
| i | 277 | 5.6% |
| d | 261 | 5.3% |
| a | 246 | 5.0% |
| n | 244 | 5.0% |
| t | 237 | 4.8% |
| l | 235 | 4.8% |
| r | 226 | 4.6% |
| Other values (22) | 1764 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4917 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 671 | 13.6% |
| 391 | 8.0% | |
| e | 365 | 7.4% |
| i | 277 | 5.6% |
| d | 261 | 5.3% |
| a | 246 | 5.0% |
| n | 244 | 5.0% |
| t | 237 | 4.8% |
| l | 235 | 4.8% |
| r | 226 | 4.6% |
| Other values (22) | 1764 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4917 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 671 | 13.6% |
| 391 | 8.0% | |
| e | 365 | 7.4% |
| i | 277 | 5.6% |
| d | 261 | 5.3% |
| a | 246 | 5.0% |
| n | 244 | 5.0% |
| t | 237 | 4.8% |
| l | 235 | 4.8% |
| r | 226 | 4.6% |
| Other values (22) | 1764 |
model_name
Text
| Distinct | 485 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.7 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.726 |
| Min length | 8 |
Unique
| Unique | 484 ? |
|---|---|
| Unique (%) | 96.8% |
Sample
| 1st row | Model_N299 |
|---|---|
| 2nd row | Model_K244 |
| 3rd row | Model_X75 |
| 4th row | Model_X101 |
| 5th row | Model_Y128 |
| Value | Count | Frequency (%) |
| model_a0 | 16 | 3.2% |
| model_t305 | 1 | 0.2% |
| model_s304 | 1 | 0.2% |
| model_f343 | 1 | 0.2% |
| model_z389 | 1 | 0.2% |
| model_u332 | 1 | 0.2% |
| model_t175 | 1 | 0.2% |
| model_y128 | 1 | 0.2% |
| model_m272 | 1 | 0.2% |
| model_g344 | 1 | 0.2% |
| Other values (475) | 475 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 519 | |
| o | 500 | |
| d | 500 | |
| e | 500 | |
| l | 500 | |
| _ | 500 | |
| 1 | 198 | 4.1% |
| 2 | 195 | 4.0% |
| 3 | 191 | 3.9% |
| 4 | 190 | 3.9% |
| Other values (31) | 1070 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4863 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 519 | |
| o | 500 | |
| d | 500 | |
| e | 500 | |
| l | 500 | |
| _ | 500 | |
| 1 | 198 | 4.1% |
| 2 | 195 | 4.0% |
| 3 | 191 | 3.9% |
| 4 | 190 | 3.9% |
| Other values (31) | 1070 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4863 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 519 | |
| o | 500 | |
| d | 500 | |
| e | 500 | |
| l | 500 | |
| _ | 500 | |
| 1 | 198 | 4.1% |
| 2 | 195 | 4.0% |
| 3 | 191 | 3.9% |
| 4 | 190 | 3.9% |
| Other values (31) | 1070 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4863 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 519 | |
| o | 500 | |
| d | 500 | |
| e | 500 | |
| l | 500 | |
| _ | 500 | |
| 1 | 198 | 4.1% |
| 2 | 195 | 4.0% |
| 3 | 191 | 3.9% |
| 4 | 190 | 3.9% |
| Other values (31) | 1070 |
capacity_tons
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.4 KiB |
| 1.5 | |
|---|---|
| 2.0 | 18 |
| 1.2 | 17 |
| 1.0 | 16 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.5 |
|---|---|
| 2nd row | 1.5 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.5 | 449 | |
| 2.0 | 18 | 3.6% |
| 1.2 | 17 | 3.4% |
| 1.0 | 16 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.5 | 449 | |
| 2.0 | 18 | 3.6% |
| 1.2 | 17 | 3.4% |
| 1.0 | 16 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 500 | |
| 1 | 482 | |
| 5 | 449 | |
| 2 | 35 | 2.3% |
| 0 | 34 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 1 | 482 | |
| 5 | 449 | |
| 2 | 35 | 2.3% |
| 0 | 34 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 1 | 482 | |
| 5 | 449 | |
| 2 | 35 | 2.3% |
| 0 | 34 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 1 | 482 | |
| 5 | 449 | |
| 2 | 35 | 2.3% |
| 0 | 34 | 2.3% |
capacity_liters
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.2 |
| Minimum | 15 |
|---|---|
| Maximum | 550 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 50 |
| median | 50 |
| Q3 | 50 |
| 95-th percentile | 450 |
| Maximum | 550 |
| Range | 535 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 138.5932 |
|---|---|
| Coefficient of variation (CV) | 1.3560979 |
| Kurtosis | 3.8094691 |
| Mean | 102.2 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2355813 |
| Sum | 51100 |
| Variance | 19208.076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 50 | 272 | |
| 20 | 61 | 12.2% |
| 15 | 46 | 9.2% |
| 250 | 24 | 4.8% |
| 550 | 23 | 4.6% |
| 450 | 17 | 3.4% |
| 90 | 17 | 3.4% |
| 70 | 15 | 3.0% |
| 350 | 13 | 2.6% |
| 180 | 12 | 2.4% |
| Value | Count | Frequency (%) |
| 15 | 46 | 9.2% |
| 20 | 61 | 12.2% |
| 50 | 272 | |
| 70 | 15 | 3.0% |
| 90 | 17 | 3.4% |
| 180 | 12 | 2.4% |
| 250 | 24 | 4.8% |
| 350 | 13 | 2.6% |
| 450 | 17 | 3.4% |
| 550 | 23 | 4.6% |
| Value | Count | Frequency (%) |
| 550 | 23 | 4.6% |
| 450 | 17 | 3.4% |
| 350 | 13 | 2.6% |
| 250 | 24 | 4.8% |
| 180 | 12 | 2.4% |
| 90 | 17 | 3.4% |
| 70 | 15 | 3.0% |
| 50 | 272 | |
| 20 | 61 | 12.2% |
| 15 | 46 | 9.2% |
capacity_kg
Categorical
Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.4 KiB |
| 7.0 | |
|---|---|
| 6.5 | 19 |
| 8.0 | 16 |
| 9.0 | 12 |
| 6.0 | 10 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7.0 |
|---|---|
| 2nd row | 6.5 |
| 3rd row | 7.0 |
| 4th row | 7.0 |
| 5th row | 7.0 |
Common Values
| Value | Count | Frequency (%) |
| 7.0 | 443 | |
| 6.5 | 19 | 3.8% |
| 8.0 | 16 | 3.2% |
| 9.0 | 12 | 2.4% |
| 6.0 | 10 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7.0 | 443 | |
| 6.5 | 19 | 3.8% |
| 8.0 | 16 | 3.2% |
| 9.0 | 12 | 2.4% |
| 6.0 | 10 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 481 | |
| 7 | 443 | |
| 6 | 29 | 1.9% |
| 5 | 19 | 1.3% |
| 8 | 16 | 1.1% |
| 9 | 12 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 481 | |
| 7 | 443 | |
| 6 | 29 | 1.9% |
| 5 | 19 | 1.3% |
| 8 | 16 | 1.1% |
| 9 | 12 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 481 | |
| 7 | 443 | |
| 6 | 29 | 1.9% |
| 5 | 19 | 1.3% |
| 8 | 16 | 1.1% |
| 9 | 12 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 481 | |
| 7 | 443 | |
| 6 | 29 | 1.9% |
| 5 | 19 | 1.3% |
| 8 | 16 | 1.1% |
| 9 | 12 | 0.8% |
capacity_place_settings
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| 12.0 | |
|---|---|
| 14.0 | 22 |
| 8.0 | 19 |
| 15.0 | 16 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.962 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 12.0 |
|---|---|
| 2nd row | 12.0 |
| 3rd row | 12.0 |
| 4th row | 12.0 |
| 5th row | 12.0 |
Common Values
| Value | Count | Frequency (%) |
| 12.0 | 443 | |
| 14.0 | 22 | 4.4% |
| 8.0 | 19 | 3.8% |
| 15.0 | 16 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 12.0 | 443 | |
| 14.0 | 22 | 4.4% |
| 8.0 | 19 | 3.8% |
| 15.0 | 16 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 1 | 481 | |
| 2 | 443 | |
| 4 | 22 | 1.1% |
| 8 | 19 | 1.0% |
| 5 | 16 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1981 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 1 | 481 | |
| 2 | 443 | |
| 4 | 22 | 1.1% |
| 8 | 19 | 1.0% |
| 5 | 16 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1981 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 1 | 481 | |
| 2 | 443 | |
| 4 | 22 | 1.1% |
| 8 | 19 | 1.0% |
| 5 | 16 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1981 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 1 | 481 | |
| 2 | 443 | |
| 4 | 22 | 1.1% |
| 8 | 19 | 1.0% |
| 5 | 16 | 0.8% |
technology
Categorical
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.4 KiB |
| Compressor Cooling | |
|---|---|
| Electronic Control | |
| Evaporative Cooling | |
| Direct Cool | |
| Non-Inverter | |
| Other values (4) |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 15.168 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Electronic Control |
|---|---|
| 2nd row | Fully-Automatic |
| 3rd row | Inverter |
| 4th row | Non-Inverter |
| 5th row | Non-Inverter |
Common Values
| Value | Count | Frequency (%) |
| Compressor Cooling | 101 | |
| Electronic Control | 82 | |
| Evaporative Cooling | 77 | |
| Direct Cool | 50 | |
| Non-Inverter | 47 | |
| Frost Free | 40 | 8.0% |
| Fully-Automatic | 39 | 7.8% |
| Semi-Automatic | 36 | 7.2% |
| Inverter | 28 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| cooling | 178 | |
| compressor | 101 | |
| electronic | 82 | |
| control | 82 | |
| evaporative | 77 | |
| direct | 50 | 5.9% |
| cool | 50 | 5.9% |
| non-inverter | 47 | 5.5% |
| frost | 40 | 4.7% |
| free | 40 | 4.7% |
| Other values (3) | 103 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1143 | |
| r | 723 | 9.5% |
| e | 576 | 7.6% |
| t | 556 | 7.3% |
| i | 498 | 6.6% |
| l | 470 | 6.2% |
| n | 464 | 6.1% |
| C | 411 | 5.4% |
| 350 | 4.6% | |
| c | 289 | 3.8% |
| Other values (16) | 2104 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7584 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1143 | |
| r | 723 | 9.5% |
| e | 576 | 7.6% |
| t | 556 | 7.3% |
| i | 498 | 6.6% |
| l | 470 | 6.2% |
| n | 464 | 6.1% |
| C | 411 | 5.4% |
| 350 | 4.6% | |
| c | 289 | 3.8% |
| Other values (16) | 2104 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7584 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1143 | |
| r | 723 | 9.5% |
| e | 576 | 7.6% |
| t | 556 | 7.3% |
| i | 498 | 6.6% |
| l | 470 | 6.2% |
| n | 464 | 6.1% |
| C | 411 | 5.4% |
| 350 | 4.6% | |
| c | 289 | 3.8% |
| Other values (16) | 2104 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7584 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1143 | |
| r | 723 | 9.5% |
| e | 576 | 7.6% |
| t | 556 | 7.3% |
| i | 498 | 6.6% |
| l | 470 | 6.2% |
| n | 464 | 6.1% |
| C | 411 | 5.4% |
| 350 | 4.6% | |
| c | 289 | 3.8% |
| Other values (16) | 2104 |
feature_1
Categorical
High correlation
| Distinct | 17 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.4 KiB |
| ProSmart Inverter Motor | |
|---|---|
| Hot & Cold | |
| StoreFresh+ | |
| Hygiene+ | |
| Hot, Normal & Cold | |
| Other values (12) |
Length
| Max length | 23 |
|---|---|
| Median length | 18 |
| Mean length | 15.24 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ProSmart Inverter Motor |
|---|---|
| 2nd row | ProSmart Inverter Motor |
| 3rd row | Turbo Mode |
| 4th row | Self Diagnosis |
| 5th row | Turbo Mode |
Common Values
| Value | Count | Frequency (%) |
| ProSmart Inverter Motor | 77 | |
| Hot & Cold | 33 | 6.6% |
| StoreFresh+ | 33 | 6.6% |
| Hygiene+ | 30 | 6.0% |
| Hot, Normal & Cold | 30 | 6.0% |
| NeoFrost Dual Cooling | 29 | 5.8% |
| Turbo Mode | 29 | 5.8% |
| GentleWave Drum | 28 | 5.6% |
| Remote Control | 28 | 5.6% |
| Active Fresh Blue Light | 27 | 5.4% |
| Other values (7) | 156 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 87 | 7.4% | |
| cold | 87 | 7.4% |
| prosmart | 77 | 6.5% |
| motor | 77 | 6.5% |
| inverter | 77 | 6.5% |
| hot | 63 | 5.3% |
| normal | 54 | 4.6% |
| cooling | 52 | 4.4% |
| storefresh | 33 | 2.8% |
| hygiene | 30 | 2.5% |
| Other values (21) | 541 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 846 | 11.1% |
| e | 737 | 9.7% |
| 678 | 8.9% | |
| r | 670 | 8.8% |
| t | 553 | 7.3% |
| l | 352 | 4.6% |
| a | 334 | 4.4% |
| n | 308 | 4.0% |
| m | 250 | 3.3% |
| s | 221 | 2.9% |
| Other values (31) | 2671 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7620 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 846 | 11.1% |
| e | 737 | 9.7% |
| 678 | 8.9% | |
| r | 670 | 8.8% |
| t | 553 | 7.3% |
| l | 352 | 4.6% |
| a | 334 | 4.4% |
| n | 308 | 4.0% |
| m | 250 | 3.3% |
| s | 221 | 2.9% |
| Other values (31) | 2671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7620 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 846 | 11.1% |
| e | 737 | 9.7% |
| 678 | 8.9% | |
| r | 670 | 8.8% |
| t | 553 | 7.3% |
| l | 352 | 4.6% |
| a | 334 | 4.4% |
| n | 308 | 4.0% |
| m | 250 | 3.3% |
| s | 221 | 2.9% |
| Other values (31) | 2671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7620 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 846 | 11.1% |
| e | 737 | 9.7% |
| 678 | 8.9% | |
| r | 670 | 8.8% |
| t | 553 | 7.3% |
| l | 352 | 4.6% |
| a | 334 | 4.4% |
| n | 308 | 4.0% |
| m | 250 | 3.3% |
| s | 221 | 2.9% |
| Other values (31) | 2671 |
energy_rating_stars
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.4 KiB |
| 3.0 | |
|---|---|
| 5.0 | |
| 2.0 | |
| 4.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 1.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 178 | |
| 5.0 | 87 | |
| 2.0 | 81 | |
| 4.0 | 79 | |
| 1.0 | 75 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 178 | |
| 5.0 | 87 | |
| 2.0 | 81 | |
| 4.0 | 79 | |
| 1.0 | 75 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 3 | 178 | 11.9% |
| 5 | 87 | 5.8% |
| 2 | 81 | 5.4% |
| 4 | 79 | 5.3% |
| 1 | 75 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 3 | 178 | 11.9% |
| 5 | 87 | 5.8% |
| 2 | 81 | 5.4% |
| 4 | 79 | 5.3% |
| 1 | 75 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 3 | 178 | 11.9% |
| 5 | 87 | 5.8% |
| 2 | 81 | 5.4% |
| 4 | 79 | 5.3% |
| 1 | 75 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 500 | |
| 3 | 178 | 11.9% |
| 5 | 87 | 5.8% |
| 2 | 81 | 5.4% |
| 4 | 79 | 5.3% |
| 1 | 75 | 5.0% |
color
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.3 KiB |
| Grey | |
|---|---|
| Silver | |
| White | |
| Blue | |
| Black |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.774 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Blue |
|---|---|
| 2nd row | Silver |
| 3rd row | Blue |
| 4th row | Grey |
| 5th row | Black |
Common Values
| Value | Count | Frequency (%) |
| Grey | 120 | |
| Silver | 102 | |
| White | 97 | |
| Blue | 95 | |
| Black | 86 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| grey | 120 | |
| silver | 102 | |
| white | 97 | |
| blue | 95 | |
| black | 86 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 414 | |
| l | 283 | |
| r | 222 | |
| i | 199 | 8.3% |
| B | 181 | 7.6% |
| y | 120 | 5.0% |
| G | 120 | 5.0% |
| S | 102 | 4.3% |
| v | 102 | 4.3% |
| W | 97 | 4.1% |
| Other values (6) | 547 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2387 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 414 | |
| l | 283 | |
| r | 222 | |
| i | 199 | 8.3% |
| B | 181 | 7.6% |
| y | 120 | 5.0% |
| G | 120 | 5.0% |
| S | 102 | 4.3% |
| v | 102 | 4.3% |
| W | 97 | 4.1% |
| Other values (6) | 547 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2387 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 414 | |
| l | 283 | |
| r | 222 | |
| i | 199 | 8.3% |
| B | 181 | 7.6% |
| y | 120 | 5.0% |
| G | 120 | 5.0% |
| S | 102 | 4.3% |
| v | 102 | 4.3% |
| W | 97 | 4.1% |
| Other values (6) | 547 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2387 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 414 | |
| l | 283 | |
| r | 222 | |
| i | 199 | 8.3% |
| B | 181 | 7.6% |
| y | 120 | 5.0% |
| G | 120 | 5.0% |
| S | 102 | 4.3% |
| v | 102 | 4.3% |
| W | 97 | 4.1% |
| Other values (6) | 547 |
price_inr
Real number (ℝ)
| Distinct | 484 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46561.774 |
| Minimum | 8351 |
|---|---|
| Maximum | 84989 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 8351 |
|---|---|
| 5-th percentile | 10967.8 |
| Q1 | 26099 |
| median | 46386 |
| Q3 | 67391.5 |
| 95-th percentile | 81797.3 |
| Maximum | 84989 |
| Range | 76638 |
| Interquartile range (IQR) | 41292.5 |
Descriptive statistics
| Standard deviation | 22882.525 |
|---|---|
| Coefficient of variation (CV) | 0.49144445 |
| Kurtosis | -1.2667697 |
| Mean | 46561.774 |
| Median Absolute Deviation (MAD) | 20459.5 |
| Skewness | -0.0049721407 |
| Sum | 23280887 |
| Variance | 5.2360996 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46386 | 16 | 3.2% |
| 16595 | 2 | 0.4% |
| 84989 | 1 | 0.2% |
| 70115 | 1 | 0.2% |
| 61826 | 1 | 0.2% |
| 18381 | 1 | 0.2% |
| 65780 | 1 | 0.2% |
| 58709 | 1 | 0.2% |
| 20069 | 1 | 0.2% |
| 34240 | 1 | 0.2% |
| Other values (474) | 474 |
| Value | Count | Frequency (%) |
| 8351 | 1 | |
| 8437 | 1 | |
| 8906 | 1 | |
| 9064 | 1 | |
| 9148 | 1 | |
| 9247 | 1 | |
| 9258 | 1 | |
| 9309 | 1 | |
| 9373 | 1 | |
| 9694 | 1 |
| Value | Count | Frequency (%) |
| 84989 | 1 | |
| 84931 | 1 | |
| 84786 | 1 | |
| 84533 | 1 | |
| 84352 | 1 | |
| 84281 | 1 | |
| 84196 | 1 | |
| 83970 | 1 | |
| 83862 | 1 | |
| 83766 | 1 |
Missing
| Distinct | 377 |
|---|---|
| Distinct (%) | 77.7% |
| Missing | 15 |
| Missing (%) | 3.0% |
| Memory size | 4.0 KiB |
| Minimum | 2022-01-03 00:00:00 |
|---|---|
| Maximum | 2024-06-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
warranty_years
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.5 KiB |
| 2.0 | |
|---|---|
| 10.0 | |
| 1.0 | |
| 5.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.244 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10.0 |
|---|---|
| 2nd row | 10.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 152 | |
| 10.0 | 122 | |
| 1.0 | 114 | |
| 5.0 | 112 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 152 | |
| 10.0 | 122 | |
| 1.0 | 114 | |
| 5.0 | 112 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 622 | |
| . | 500 | |
| 1 | 236 | 14.5% |
| 2 | 152 | 9.4% |
| 5 | 112 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1622 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 622 | |
| . | 500 | |
| 1 | 236 | 14.5% |
| 2 | 152 | 9.4% |
| 5 | 112 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1622 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 622 | |
| . | 500 | |
| 1 | 236 | 14.5% |
| 2 | 152 | 9.4% |
| 5 | 112 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1622 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 622 | |
| . | 500 | |
| 1 | 236 | 14.5% |
| 2 | 152 | 9.4% |
| 5 | 112 | 6.9% |
customer_rating
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9972 |
| Minimum | 3 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3.1 |
| Q1 | 3.5 |
| median | 4 |
| Q3 | 4.5 |
| 95-th percentile | 4.9 |
| Maximum | 5 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.58178097 |
|---|---|
| Coefficient of variation (CV) | 0.14554713 |
| Kurtosis | -1.1430745 |
| Mean | 3.9972 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.010675027 |
| Sum | 1998.6 |
| Variance | 0.3384691 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 4 | 44 | 8.8% |
| 4.6 | 33 | 6.6% |
| 3.1 | 32 | 6.4% |
| 3.8 | 29 | 5.8% |
| 4.8 | 26 | 5.2% |
| 4.9 | 26 | 5.2% |
| 3.4 | 26 | 5.2% |
| 4.4 | 25 | 5.0% |
| 4.2 | 24 | 4.8% |
| 3.2 | 24 | 4.8% |
| Other values (11) | 211 |
| Value | Count | Frequency (%) |
| 3 | 11 | 2.2% |
| 3.1 | 32 | |
| 3.2 | 24 | |
| 3.3 | 24 | |
| 3.4 | 26 | |
| 3.5 | 21 | |
| 3.6 | 17 | |
| 3.7 | 23 | |
| 3.8 | 29 | |
| 3.9 | 23 |
| Value | Count | Frequency (%) |
| 5 | 15 | |
| 4.9 | 26 | |
| 4.8 | 26 | |
| 4.7 | 17 | |
| 4.6 | 33 | |
| 4.5 | 17 | |
| 4.4 | 25 | |
| 4.3 | 19 | |
| 4.2 | 24 | |
| 4.1 | 24 |
city
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.1 KiB |
| Pune | |
|---|---|
| Hyderabad | |
| Mumbai | |
| Kolkata | |
| Chennai | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.516 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Delhi |
|---|---|
| 2nd row | Delhi |
| 3rd row | Bangalore |
| 4th row | Hyderabad |
| 5th row | Bangalore |
Common Values
| Value | Count | Frequency (%) |
| Pune | 98 | |
| Hyderabad | 71 | |
| Mumbai | 70 | |
| Kolkata | 69 | |
| Chennai | 68 | |
| Delhi | 67 | |
| Bangalore | 57 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pune | 98 | |
| hyderabad | 71 | |
| mumbai | 70 | |
| kolkata | 69 | |
| chennai | 68 | |
| delhi | 67 | |
| bangalore | 57 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 532 | |
| e | 361 | 11.1% |
| n | 291 | 8.9% |
| i | 205 | 6.3% |
| l | 193 | 5.9% |
| u | 168 | 5.2% |
| d | 142 | 4.4% |
| b | 141 | 4.3% |
| h | 135 | 4.1% |
| r | 128 | 3.9% |
| Other values (13) | 962 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3258 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 532 | |
| e | 361 | 11.1% |
| n | 291 | 8.9% |
| i | 205 | 6.3% |
| l | 193 | 5.9% |
| u | 168 | 5.2% |
| d | 142 | 4.4% |
| b | 141 | 4.3% |
| h | 135 | 4.1% |
| r | 128 | 3.9% |
| Other values (13) | 962 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3258 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 532 | |
| e | 361 | 11.1% |
| n | 291 | 8.9% |
| i | 205 | 6.3% |
| l | 193 | 5.9% |
| u | 168 | 5.2% |
| d | 142 | 4.4% |
| b | 141 | 4.3% |
| h | 135 | 4.1% |
| r | 128 | 3.9% |
| Other values (13) | 962 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3258 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 532 | |
| e | 361 | 11.1% |
| n | 291 | 8.9% |
| i | 205 | 6.3% |
| l | 193 | 5.9% |
| u | 168 | 5.2% |
| d | 142 | 4.4% |
| b | 141 | 4.3% |
| h | 135 | 4.1% |
| r | 128 | 3.9% |
| Other values (13) | 962 |
platform
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.6 KiB |
| Amazon | |
|---|---|
| Croma | |
| Vijay Sales | |
| Flipkart |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 7.432 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Amazon |
|---|---|
| 2nd row | Amazon |
| 3rd row | Flipkart |
| 4th row | Vijay Sales |
| 5th row | Amazon |
Common Values
| Value | Count | Frequency (%) |
| Amazon | 139 | |
| Croma | 122 | |
| Vijay Sales | 120 | |
| Flipkart | 119 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| amazon | 139 | |
| croma | 122 | |
| vijay | 120 | |
| sales | 120 | |
| flipkart | 119 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 620 | |
| o | 261 | 7.0% |
| m | 261 | 7.0% |
| r | 241 | 6.5% |
| i | 239 | 6.4% |
| l | 239 | 6.4% |
| A | 139 | 3.7% |
| z | 139 | 3.7% |
| n | 139 | 3.7% |
| C | 122 | 3.3% |
| Other values (11) | 1316 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3716 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 620 | |
| o | 261 | 7.0% |
| m | 261 | 7.0% |
| r | 241 | 6.5% |
| i | 239 | 6.4% |
| l | 239 | 6.4% |
| A | 139 | 3.7% |
| z | 139 | 3.7% |
| n | 139 | 3.7% |
| C | 122 | 3.3% |
| Other values (11) | 1316 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3716 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 620 | |
| o | 261 | 7.0% |
| m | 261 | 7.0% |
| r | 241 | 6.5% |
| i | 239 | 6.4% |
| l | 239 | 6.4% |
| A | 139 | 3.7% |
| z | 139 | 3.7% |
| n | 139 | 3.7% |
| C | 122 | 3.3% |
| Other values (11) | 1316 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3716 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 620 | |
| o | 261 | 7.0% |
| m | 261 | 7.0% |
| r | 241 | 6.5% |
| i | 239 | 6.4% |
| l | 239 | 6.4% |
| A | 139 | 3.7% |
| z | 139 | 3.7% |
| n | 139 | 3.7% |
| C | 122 | 3.3% |
| Other values (11) | 1316 |
discount_offered
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.16 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 63 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 15 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 9.8064639 |
|---|---|
| Coefficient of variation (CV) | 0.64686437 |
| Kurtosis | -1.1937102 |
| Mean | 15.16 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.0032769279 |
| Sum | 7580 |
| Variance | 96.166733 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 15 | 90 | |
| 5 | 76 | |
| 30 | 71 | |
| 25 | 70 | |
| 20 | 67 | |
| 10 | 63 | |
| 0 | 63 |
| Value | Count | Frequency (%) |
| 0 | 63 | |
| 5 | 76 | |
| 10 | 63 | |
| 15 | 90 | |
| 20 | 67 | |
| 25 | 70 | |
| 30 | 71 |
| Value | Count | Frequency (%) |
| 30 | 71 | |
| 25 | 70 | |
| 20 | 67 | |
| 15 | 90 | |
| 10 | 63 | |
| 5 | 76 | |
| 0 | 63 |
availability
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Out of Stock | |
|---|---|
| In Stock |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.12 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Out of Stock |
|---|---|
| 2nd row | Out of Stock |
| 3rd row | In Stock |
| 4th row | Out of Stock |
| 5th row | In Stock |
Common Values
| Value | Count | Frequency (%) |
| Out of Stock | 265 | |
| In Stock | 235 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| stock | 500 | |
| out | 265 | |
| of | 265 | |
| in | 235 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 765 | |
| o | 765 | |
| 765 | ||
| k | 500 | |
| c | 500 | |
| S | 500 | |
| O | 265 | 5.2% |
| u | 265 | 5.2% |
| f | 265 | 5.2% |
| I | 235 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5060 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 765 | |
| o | 765 | |
| 765 | ||
| k | 500 | |
| c | 500 | |
| S | 500 | |
| O | 265 | 5.2% |
| u | 265 | 5.2% |
| f | 265 | 5.2% |
| I | 235 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5060 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 765 | |
| o | 765 | |
| 765 | ||
| k | 500 | |
| c | 500 | |
| S | 500 | |
| O | 265 | 5.2% |
| u | 265 | 5.2% |
| f | 265 | 5.2% |
| I | 235 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5060 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 765 | |
| o | 765 | |
| 765 | ||
| k | 500 | |
| c | 500 | |
| S | 500 | |
| O | 265 | 5.2% |
| u | 265 | 5.2% |
| f | 265 | 5.2% |
| I | 235 | 4.6% |
warranty_duration_months
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.0 KiB |
| 24.0 | |
|---|---|
| 120.0 | |
| 12.0 | |
| 60.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.25 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 120.0 |
|---|---|
| 2nd row | 120.0 |
| 3rd row | 12.0 |
| 4th row | 24.0 |
| 5th row | 120.0 |
Common Values
| Value | Count | Frequency (%) |
| 24.0 | 149 | |
| 120.0 | 125 | |
| 12.0 | 113 | |
| 60.0 | 113 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 24.0 | 149 | |
| 120.0 | 125 | |
| 12.0 | 113 | |
| 60.0 | 113 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 738 | |
| . | 500 | |
| 2 | 387 | |
| 1 | 238 | 11.2% |
| 4 | 149 | 7.0% |
| 6 | 113 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2125 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 738 | |
| . | 500 | |
| 2 | 387 | |
| 1 | 238 | 11.2% |
| 4 | 149 | 7.0% |
| 6 | 113 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2125 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 738 | |
| . | 500 | |
| 2 | 387 | |
| 1 | 238 | 11.2% |
| 4 | 149 | 7.0% |
| 6 | 113 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2125 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 738 | |
| . | 500 | |
| 2 | 387 | |
| 1 | 238 | 11.2% |
| 4 | 149 | 7.0% |
| 6 | 113 | 5.3% |
review_sentiment
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.7 KiB |
| Neutral | |
|---|---|
| Negative | |
| Positive |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.634 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Positive |
| 3rd row | Positive |
| 4th row | Neutral |
| 5th row | Positive |
Common Values
| Value | Count | Frequency (%) |
| Neutral | 183 | |
| Negative | 163 | |
| Positive | 154 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| neutral | 183 | |
| negative | 163 | |
| positive | 154 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 663 | |
| t | 500 | |
| i | 471 | |
| a | 346 | |
| N | 346 | |
| v | 317 | |
| u | 183 | 4.8% |
| r | 183 | 4.8% |
| l | 183 | 4.8% |
| g | 163 | 4.3% |
| Other values (3) | 462 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3817 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 663 | |
| t | 500 | |
| i | 471 | |
| a | 346 | |
| N | 346 | |
| v | 317 | |
| u | 183 | 4.8% |
| r | 183 | 4.8% |
| l | 183 | 4.8% |
| g | 163 | 4.3% |
| Other values (3) | 462 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3817 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 663 | |
| t | 500 | |
| i | 471 | |
| a | 346 | |
| N | 346 | |
| v | 317 | |
| u | 183 | 4.8% |
| r | 183 | 4.8% |
| l | 183 | 4.8% |
| g | 163 | 4.3% |
| Other values (3) | 462 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3817 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 663 | |
| t | 500 | |
| i | 471 | |
| a | 346 | |
| N | 346 | |
| v | 317 | |
| u | 183 | 4.8% |
| r | 183 | 4.8% |
| l | 183 | 4.8% |
| g | 163 | 4.3% |
| Other values (3) | 462 |
return_status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Not Returned | |
|---|---|
| Returned |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.144 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Not Returned |
|---|---|
| 2nd row | Returned |
| 3rd row | Not Returned |
| 4th row | Not Returned |
| 5th row | Returned |
Common Values
| Value | Count | Frequency (%) |
| Not Returned | 268 | |
| Returned | 232 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| returned | 500 | |
| not | 268 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1000 | |
| t | 768 | |
| n | 500 | |
| r | 500 | |
| R | 500 | |
| u | 500 | |
| d | 500 | |
| N | 268 | 5.3% |
| o | 268 | 5.3% |
| 268 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5072 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1000 | |
| t | 768 | |
| n | 500 | |
| r | 500 | |
| R | 500 | |
| u | 500 | |
| d | 500 | |
| N | 268 | 5.3% |
| o | 268 | 5.3% |
| 268 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5072 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1000 | |
| t | 768 | |
| n | 500 | |
| r | 500 | |
| R | 500 | |
| u | 500 | |
| d | 500 | |
| N | 268 | 5.3% |
| o | 268 | 5.3% |
| 268 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5072 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1000 | |
| t | 768 | |
| n | 500 | |
| r | 500 | |
| R | 500 | |
| u | 500 | |
| d | 500 | |
| N | 268 | 5.3% |
| o | 268 | 5.3% |
| 268 | 5.3% |
complaint_text
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.1 KiB |
| Excellent performance. | |
|---|---|
| Slow installation service. | |
| Delivered with damaged packaging. | |
| No issues so far. | |
| Remote stopped working. | |
| Other values (2) |
Length
| Max length | 33 |
|---|---|
| Median length | 25 |
| Mean length | 24.798 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Delivered with damaged packaging. |
|---|---|
| 2nd row | Cooling issue after 2 months. |
| 3rd row | Delivered with damaged packaging. |
| 4th row | Noisy operation at night. |
| 5th row | Excellent performance. |
Common Values
| Value | Count | Frequency (%) |
| Excellent performance. | 102 | |
| Slow installation service. | 73 | |
| Delivered with damaged packaging. | 72 | |
| No issues so far. | 68 | |
| Remote stopped working. | 66 | |
| Noisy operation at night. | 61 | |
| Cooling issue after 2 months. | 58 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| excellent | 102 | 5.9% |
| performance | 102 | 5.9% |
| slow | 73 | 4.3% |
| installation | 73 | 4.3% |
| service | 73 | 4.3% |
| delivered | 72 | 4.2% |
| with | 72 | 4.2% |
| damaged | 72 | 4.2% |
| packaging | 72 | 4.2% |
| no | 68 | 4.0% |
| Other values (15) | 936 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1285 | 10.4% |
| 1215 | 9.8% | |
| o | 939 | 7.6% |
| i | 868 | 7.0% |
| a | 784 | 6.3% |
| t | 751 | 6.1% |
| n | 726 | 5.9% |
| s | 719 | 5.8% |
| r | 602 | 4.9% |
| l | 553 | 4.5% |
| Other values (21) | 3957 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12399 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1285 | 10.4% |
| 1215 | 9.8% | |
| o | 939 | 7.6% |
| i | 868 | 7.0% |
| a | 784 | 6.3% |
| t | 751 | 6.1% |
| n | 726 | 5.9% |
| s | 719 | 5.8% |
| r | 602 | 4.9% |
| l | 553 | 4.5% |
| Other values (21) | 3957 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12399 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1285 | 10.4% |
| 1215 | 9.8% | |
| o | 939 | 7.6% |
| i | 868 | 7.0% |
| a | 784 | 6.3% |
| t | 751 | 6.1% |
| n | 726 | 5.9% |
| s | 719 | 5.8% |
| r | 602 | 4.9% |
| l | 553 | 4.5% |
| Other values (21) | 3957 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12399 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1285 | 10.4% |
| 1215 | 9.8% | |
| o | 939 | 7.6% |
| i | 868 | 7.0% |
| a | 784 | 6.3% |
| t | 751 | 6.1% |
| n | 726 | 5.9% |
| s | 719 | 5.8% |
| r | 602 | 4.9% |
| l | 553 | 4.5% |
| Other values (21) | 3957 |
resolved_status
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.7 KiB |
| In Progress | |
|---|---|
| Unresolved | |
| Resolved |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 9.744 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Resolved |
|---|---|
| 2nd row | In Progress |
| 3rd row | Unresolved |
| 4th row | Resolved |
| 5th row | Resolved |
Common Values
| Value | Count | Frequency (%) |
| In Progress | 184 | |
| Unresolved | 160 | |
| Resolved | 156 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| in | 184 | |
| progress | 184 | |
| unresolved | 160 | |
| resolved | 156 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 816 | |
| s | 684 | |
| r | 528 | |
| o | 500 | |
| n | 344 | |
| v | 316 | 6.5% |
| d | 316 | 6.5% |
| l | 316 | 6.5% |
| I | 184 | 3.8% |
| P | 184 | 3.8% |
| Other values (4) | 684 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4872 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 816 | |
| s | 684 | |
| r | 528 | |
| o | 500 | |
| n | 344 | |
| v | 316 | 6.5% |
| d | 316 | 6.5% |
| l | 316 | 6.5% |
| I | 184 | 3.8% |
| P | 184 | 3.8% |
| Other values (4) | 684 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4872 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 816 | |
| s | 684 | |
| r | 528 | |
| o | 500 | |
| n | 344 | |
| v | 316 | 6.5% |
| d | 316 | 6.5% |
| l | 316 | 6.5% |
| I | 184 | 3.8% |
| P | 184 | 3.8% |
| Other values (4) | 684 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4872 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 816 | |
| s | 684 | |
| r | 528 | |
| o | 500 | |
| n | 344 | |
| v | 316 | 6.5% |
| d | 316 | 6.5% |
| l | 316 | 6.5% |
| I | 184 | 3.8% |
| P | 184 | 3.8% |
| Other values (4) | 684 |
review_date
Date
Missing
| Distinct | 371 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 15 |
| Missing (%) | 3.0% |
| Memory size | 4.0 KiB |
| Minimum | 2022-01-01 00:00:00 |
|---|---|
| Maximum | 2024-06-18 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
reviewer_location
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.5 KiB |
| Hyderabad | |
|---|---|
| Ahmedabad | |
| Chennai | |
| Mumbai | |
| Pune | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.188 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Delhi |
|---|---|
| 2nd row | Chennai |
| 3rd row | Bangalore |
| 4th row | Pune |
| 5th row | Pune |
Common Values
| Value | Count | Frequency (%) |
| Hyderabad | 102 | |
| Ahmedabad | 79 | |
| Chennai | 74 | |
| Mumbai | 65 | |
| Pune | 63 | |
| Delhi | 62 | |
| Bangalore | 55 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| hyderabad | 102 | |
| ahmedabad | 79 | |
| chennai | 74 | |
| mumbai | 65 | |
| pune | 63 | |
| delhi | 62 | |
| bangalore | 55 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 611 | |
| e | 435 | |
| d | 362 | |
| n | 266 | 7.4% |
| b | 246 | 6.8% |
| h | 215 | 6.0% |
| i | 201 | 5.6% |
| r | 157 | 4.4% |
| m | 144 | 4.0% |
| u | 128 | 3.6% |
| Other values (11) | 829 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3594 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 611 | |
| e | 435 | |
| d | 362 | |
| n | 266 | 7.4% |
| b | 246 | 6.8% |
| h | 215 | 6.0% |
| i | 201 | 5.6% |
| r | 157 | 4.4% |
| m | 144 | 4.0% |
| u | 128 | 3.6% |
| Other values (11) | 829 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3594 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 611 | |
| e | 435 | |
| d | 362 | |
| n | 266 | 7.4% |
| b | 246 | 6.8% |
| h | 215 | 6.0% |
| i | 201 | 5.6% |
| r | 157 | 4.4% |
| m | 144 | 4.0% |
| u | 128 | 3.6% |
| Other values (11) | 829 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3594 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 611 | |
| e | 435 | |
| d | 362 | |
| n | 266 | 7.4% |
| b | 246 | 6.8% |
| h | 215 | 6.0% |
| i | 201 | 5.6% |
| r | 157 | 4.4% |
| m | 144 | 4.0% |
| u | 128 | 3.6% |
| Other values (11) | 829 |
product_name
Text
| Distinct | 485 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.1 KiB |
Length
| Max length | 50 |
|---|---|
| Median length | 47 |
| Mean length | 43.276 |
| Min length | 34 |
Unique
| Unique | 484 ? |
|---|---|
| Unique (%) | 96.8% |
Sample
| 1st row | Voltas Table Top Dishwasher (Model_N299) |
|---|---|
| 2nd row | Voltas Top Load Washing Machine (Model_K244) |
| 3rd row | Voltas Inverter AC Air Conditioner (Model_X75) |
| 4th row | Voltas Window AC Air Conditioner (Model_X101) |
| 5th row | Voltas Split AC Air Conditioner (Model_Y128) |
| Value | Count | Frequency (%) |
| voltas | 476 | 17.6% |
| air | 148 | 5.5% |
| top | 122 | 4.5% |
| refrigerator | 100 | 3.7% |
| water | 83 | 3.1% |
| loading | 81 | 3.0% |
| dispenser | 81 | 3.0% |
| cooler | 78 | 2.9% |
| dishwasher | 77 | 2.8% |
| machine | 75 | 2.8% |
| Other values (553) | 1383 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2204 | 10.2% | |
| o | 2065 | 9.5% |
| e | 1652 | 7.6% |
| l | 1332 | 6.2% |
| a | 1157 | 5.3% |
| r | 1108 | 5.1% |
| i | 1001 | 4.6% |
| s | 970 | 4.5% |
| t | 960 | 4.4% |
| d | 818 | 3.8% |
| Other values (53) | 8371 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21638 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2204 | 10.2% | |
| o | 2065 | 9.5% |
| e | 1652 | 7.6% |
| l | 1332 | 6.2% |
| a | 1157 | 5.3% |
| r | 1108 | 5.1% |
| i | 1001 | 4.6% |
| s | 970 | 4.5% |
| t | 960 | 4.4% |
| d | 818 | 3.8% |
| Other values (53) | 8371 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21638 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2204 | 10.2% | |
| o | 2065 | 9.5% |
| e | 1652 | 7.6% |
| l | 1332 | 6.2% |
| a | 1157 | 5.3% |
| r | 1108 | 5.1% |
| i | 1001 | 4.6% |
| s | 970 | 4.5% |
| t | 960 | 4.4% |
| d | 818 | 3.8% |
| Other values (53) | 8371 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21638 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2204 | 10.2% | |
| o | 2065 | 9.5% |
| e | 1652 | 7.6% |
| l | 1332 | 6.2% |
| a | 1157 | 5.3% |
| r | 1108 | 5.1% |
| i | 1001 | 4.6% |
| s | 970 | 4.5% |
| t | 960 | 4.4% |
| d | 818 | 3.8% |
| Other values (53) | 8371 |
username
Text
| Distinct | 497 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 33.2 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 13.5 |
| Mean length | 10.726 |
| Min length | 5 |
Unique
| Unique | 494 ? |
|---|---|
| Unique (%) | 98.8% |
Sample
| 1st row | arjun_20 |
|---|---|
| 2nd row | sanjay219 |
| 3rd row | nisha_buyer0 |
| 4th row | preeti_deals8 |
| 5th row | swati.buyer01 |
| Value | Count | Frequency (%) |
| ajay.3 | 2 | 0.4% |
| rohit_9 | 2 | 0.4% |
| amit.6 | 2 | 0.4% |
| sanjay219 | 1 | 0.2% |
| ajaydeals2 | 1 | 0.2% |
| sanjay.zone8 | 1 | 0.2% |
| komal.450 | 1 | 0.2% |
| preeti.buyer7 | 1 | 0.2% |
| vinod.4 | 1 | 0.2% |
| divya_user920 | 1 | 0.2% |
| Other values (487) | 487 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 581 | 10.8% |
| e | 497 | 9.3% |
| i | 388 | 7.2% |
| s | 342 | 6.4% |
| r | 325 | 6.1% |
| n | 285 | 5.3% |
| h | 197 | 3.7% |
| . | 171 | 3.2% |
| o | 169 | 3.2% |
| _ | 153 | 2.9% |
| Other values (24) | 2255 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5363 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 581 | 10.8% |
| e | 497 | 9.3% |
| i | 388 | 7.2% |
| s | 342 | 6.4% |
| r | 325 | 6.1% |
| n | 285 | 5.3% |
| h | 197 | 3.7% |
| . | 171 | 3.2% |
| o | 169 | 3.2% |
| _ | 153 | 2.9% |
| Other values (24) | 2255 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5363 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 581 | 10.8% |
| e | 497 | 9.3% |
| i | 388 | 7.2% |
| s | 342 | 6.4% |
| r | 325 | 6.1% |
| n | 285 | 5.3% |
| h | 197 | 3.7% |
| . | 171 | 3.2% |
| o | 169 | 3.2% |
| _ | 153 | 2.9% |
| Other values (24) | 2255 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5363 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 581 | 10.8% |
| e | 497 | 9.3% |
| i | 388 | 7.2% |
| s | 342 | 6.4% |
| r | 325 | 6.1% |
| n | 285 | 5.3% |
| h | 197 | 3.7% |
| . | 171 | 3.2% |
| o | 169 | 3.2% |
| _ | 153 | 2.9% |
| Other values (24) | 2255 |
Interactions
Correlations
| availability | capacity_kg | capacity_liters | capacity_place_settings | capacity_tons | city | color | complaint_text | customer_rating | discount_offered | energy_rating_stars | feature_1 | platform | price_inr | product_category | resolved_status | return_status | review_sentiment | reviewer_location | sub_type | technology | warranty_duration_months | warranty_years | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| availability | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| capacity_kg | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.069 | 0.065 | 0.000 | 0.042 | 0.000 | 0.000 | 0.313 | 0.029 | 0.047 | 0.398 | 0.000 | 0.048 | 0.060 | 0.075 | 0.381 | 0.385 | 0.079 | 0.070 |
| capacity_liters | 0.000 | 0.000 | 1.000 | 0.041 | 0.008 | 0.051 | 0.000 | 0.000 | -0.023 | -0.048 | 0.000 | 0.439 | 0.000 | 0.013 | 0.474 | 0.031 | 0.024 | 0.057 | 0.065 | 0.447 | 0.448 | 0.083 | 0.078 |
| capacity_place_settings | 0.000 | 0.000 | 0.041 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.393 | 0.025 | 0.000 | 0.455 | 0.000 | 0.000 | 0.007 | 0.024 | 0.439 | 0.442 | 0.000 | 0.000 |
| capacity_tons | 0.000 | 0.000 | 0.008 | 0.000 | 1.000 | 0.014 | 0.056 | 0.000 | 0.000 | 0.000 | 0.000 | 0.414 | 0.000 | 0.000 | 0.429 | 0.026 | 0.000 | 0.000 | 0.000 | 0.430 | 0.427 | 0.000 | 0.022 |
| city | 0.093 | 0.069 | 0.051 | 0.000 | 0.014 | 1.000 | 0.090 | 0.040 | 0.055 | 0.047 | 0.085 | 0.000 | 0.000 | 0.042 | 0.000 | 0.062 | 0.055 | 0.000 | 0.037 | 0.000 | 0.021 | 0.000 | 0.024 |
| color | 0.000 | 0.065 | 0.000 | 0.000 | 0.056 | 0.090 | 1.000 | 0.060 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.042 | 0.052 | 0.000 | 0.000 | 0.030 |
| complaint_text | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.060 | 1.000 | 0.000 | 0.051 | 0.000 | 0.048 | 0.080 | 0.057 | 0.000 | 0.072 | 0.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 |
| customer_rating | 0.000 | 0.042 | -0.023 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 1.000 | 0.027 | 0.061 | 0.000 | 0.078 | -0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 |
| discount_offered | 0.000 | 0.000 | -0.048 | 0.046 | 0.000 | 0.047 | 0.087 | 0.051 | 0.027 | 1.000 | 0.082 | 0.000 | 0.048 | 0.013 | 0.000 | 0.047 | 0.112 | 0.000 | 0.059 | 0.000 | 0.000 | 0.000 | 0.000 |
| energy_rating_stars | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.085 | 0.000 | 0.000 | 0.061 | 0.082 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.077 | 0.064 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.033 |
| feature_1 | 0.047 | 0.313 | 0.439 | 0.393 | 0.414 | 0.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.087 | 0.909 | 0.097 | 0.000 | 0.000 | 0.065 | 0.542 | 0.707 | 0.000 | 0.000 |
| platform | 0.047 | 0.029 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.080 | 0.078 | 0.048 | 0.000 | 0.000 | 1.000 | 0.069 | 0.000 | 0.106 | 0.000 | 0.000 | 0.000 | 0.000 | 0.081 | 0.000 | 0.000 |
| price_inr | 0.000 | 0.047 | 0.013 | 0.000 | 0.000 | 0.042 | 0.000 | 0.057 | -0.005 | 0.013 | 0.000 | 0.087 | 0.069 | 1.000 | 0.033 | 0.087 | 0.066 | 0.000 | 0.000 | 0.049 | 0.045 | 0.000 | 0.000 |
| product_category | 0.000 | 0.398 | 0.474 | 0.455 | 0.429 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.909 | 0.000 | 0.033 | 1.000 | 0.113 | 0.000 | 0.048 | 0.000 | 0.942 | 0.942 | 0.061 | 0.061 |
| resolved_status | 0.000 | 0.000 | 0.031 | 0.000 | 0.026 | 0.062 | 0.012 | 0.072 | 0.000 | 0.047 | 0.077 | 0.097 | 0.106 | 0.087 | 0.113 | 1.000 | 0.000 | 0.000 | 0.000 | 0.096 | 0.103 | 0.060 | 0.070 |
| return_status | 0.000 | 0.048 | 0.024 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.000 | 0.112 | 0.064 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 1.000 | 0.020 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 |
| review_sentiment | 0.000 | 0.060 | 0.057 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.000 | 0.020 | 1.000 | 0.000 | 0.000 | 0.065 | 0.083 | 0.079 |
| reviewer_location | 0.000 | 0.075 | 0.065 | 0.024 | 0.000 | 0.037 | 0.042 | 0.048 | 0.046 | 0.059 | 0.000 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.069 | 0.000 | 1.000 | 0.109 | 0.000 | 0.000 | 0.000 |
| sub_type | 0.000 | 0.381 | 0.447 | 0.439 | 0.430 | 0.000 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.542 | 0.000 | 0.049 | 0.942 | 0.096 | 0.000 | 0.000 | 0.109 | 1.000 | 0.813 | 0.029 | 0.051 |
| technology | 0.000 | 0.385 | 0.448 | 0.442 | 0.427 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.707 | 0.081 | 0.045 | 0.942 | 0.103 | 0.000 | 0.065 | 0.000 | 0.813 | 1.000 | 0.067 | 0.066 |
| warranty_duration_months | 0.000 | 0.079 | 0.083 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.060 | 0.000 | 0.083 | 0.000 | 0.029 | 0.067 | 1.000 | 0.937 |
| warranty_years | 0.000 | 0.070 | 0.078 | 0.000 | 0.022 | 0.024 | 0.030 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.061 | 0.070 | 0.000 | 0.079 | 0.000 | 0.051 | 0.066 | 0.937 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| product_id | product_category | sub_type | model_name | capacity_tons | capacity_liters | capacity_kg | capacity_place_settings | technology | feature_1 | energy_rating_stars | color | price_inr | manufacturing_date | warranty_years | customer_rating | city | platform | discount_offered | availability | warranty_duration_months | review_sentiment | return_status | complaint_text | resolved_status | review_date | reviewer_location | product_name | username | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | PID433097 | Dishwasher | Table Top | Model_N299 | 1.5 | 50.0 | 7.0 | 12.0 | Electronic Control | ProSmart Inverter Motor | 3.0 | Blue | 39733.0 | 2023-03-02 | 10.0 | 3.9 | Delhi | Amazon | 5.0 | Out of Stock | 120.0 | Positive | Not Returned | Delivered with damaged packaging. | Resolved | 2023-08-28 | Delhi | Voltas Table Top Dishwasher (Model_N299) | arjun_20 |
| 1 | PID251899 | Washing Machine | Top Load | Model_K244 | 1.5 | 50.0 | 6.5 | 12.0 | Fully-Automatic | ProSmart Inverter Motor | 3.0 | Silver | 56336.0 | 2022-07-21 | 10.0 | 4.2 | Delhi | Amazon | 25.0 | Out of Stock | 120.0 | Positive | Returned | Cooling issue after 2 months. | In Progress | 2024-01-14 | Chennai | Voltas Top Load Washing Machine (Model_K244) | sanjay219 |
| 2 | PID857398 | Air Conditioner | Inverter AC | Model_X75 | 2.0 | 50.0 | 7.0 | 12.0 | Inverter | Turbo Mode | 1.0 | Blue | 52924.0 | 2022-02-24 | 1.0 | 4.8 | Bangalore | Flipkart | 20.0 | In Stock | 12.0 | Positive | Not Returned | Delivered with damaged packaging. | Unresolved | 2023-07-20 | Bangalore | Voltas Inverter AC Air Conditioner (Model_X75) | nisha_buyer0 |
| 3 | PID934528 | Air Conditioner | Window AC | Model_X101 | 1.0 | 50.0 | 7.0 | 12.0 | Non-Inverter | Self Diagnosis | 3.0 | Grey | 19256.0 | 2024-05-30 | 2.0 | 4.4 | Hyderabad | Vijay Sales | 10.0 | Out of Stock | 24.0 | Neutral | Not Returned | Noisy operation at night. | Resolved | 2023-01-13 | Pune | Voltas Window AC Air Conditioner (Model_X101) | preeti_deals8 |
| 4 | PID952837 | Air Conditioner | Split AC | Model_Y128 | 1.0 | 50.0 | 7.0 | 12.0 | Non-Inverter | Turbo Mode | 3.0 | Black | 44924.0 | 2024-03-17 | 2.0 | 3.3 | Bangalore | Amazon | 5.0 | In Stock | 120.0 | Positive | Returned | Excellent performance. | Resolved | 2023-10-18 | Pune | Voltas Split AC Air Conditioner (Model_Y128) | swati.buyer01 |
| 5 | PID552702 | Refrigerator | Double Door | Model_U332 | 1.5 | 450.0 | 7.0 | 12.0 | Direct Cool | Active Fresh Blue Light | 1.0 | Grey | 29024.0 | 2022-08-01 | 10.0 | 3.1 | Kolkata | Flipkart | 30.0 | In Stock | 120.0 | Neutral | Not Returned | Excellent performance. | Resolved | 2023-10-25 | Chennai | Voltas Double Door Refrigerator (Model_U332) | sanjay_reviews74 |
| 6 | PID509633 | Water Dispenser | Bottom Loading | Model_W126 | 1.5 | 15.0 | 7.0 | 12.0 | Compressor Cooling | Hot, Normal & Cold | 5.0 | White | 80497.0 | NaT | 2.0 | 4.1 | Pune | Croma | 25.0 | In Stock | 24.0 | Negative | Not Returned | Delivered with damaged packaging. | Resolved | 2022-07-20 | Delhi | Voltas Bottom Loading Water Dispenser M(odel_W126) | ajay_zone42 |
| 7 | PID430190 | Washing Machine | Top Load | Model_B495 | 1.5 | 50.0 | 6.5 | 12.0 | Semi-Automatic | GentleWave Drum | 3.0 | Grey | 13928.0 | 2023-06-20 | 10.0 | 4.5 | Bangalore | Vijay Sales | 20.0 | Out of Stock | 120.0 | Negative | Returned | Remote stopped working. | Resolved | 2022-08-21 | Pune | Voltas Top LoadW ashing Machine (Model_B495) | vinod9 |
| 8 | PID482549 | Refrigerator | Split AC | Model_K166 | 1.0 | 50.0 | 7.0 | 12.0 | Non-Inverter | Turbo Mode | 4.0 | Silver | 18262.0 | 2023-12-05 | 5.0 | 3.4 | Bangalore | Amazon | 5.0 | Out of Stock | 60.0 | Neutral | Returned | No issues so far. | Unresolved | 2022-11-09 | Mumbai | Vlotas Single Door Refrigerator (Model_N325) | radha_151 |
| 9 | PID164915 | Water Dispenser | Bottom Loading | Model_Y440 | 1.5 | 20.0 | 7.0 | 12.0 | Compressor Cooling | Hot & Cold | 5.0 | Black | 47034.0 | 2023-08-25 | 5.0 | 4.9 | Bangalore | Flipkart | 20.0 | Out of Stock | 60.0 | Neutral | Not Returned | Slow installation service. | In Progress | 2024-06-01 | Delhi | Voltas Bottom Loading Water Dispenser (Model_Y440) | radhaindia70 |
| product_id | product_category | sub_type | model_name | capacity_tons | capacity_liters | capacity_kg | capacity_place_settings | technology | feature_1 | energy_rating_stars | color | price_inr | manufacturing_date | warranty_years | customer_rating | city | platform | discount_offered | availability | warranty_duration_months | review_sentiment | return_status | complaint_text | resolved_status | review_date | reviewer_location | product_name | username | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 490 | PID445336 | Air Cooler | Desert | Model_L193 | 1.5 | 50.0 | 7.0 | 12.0 | Evaporative Cooling | Remote Control | 3.0 | Grey | 18654.0 | 2023-05-13 | 1.0 | 4.9 | Hyderabad | Amazon | 15.0 | Out of Stock | 12.0 | Neutral | Returned | Delivered with damaged packaging. | In Progress | 2023-10-12 | Pune | Voltas Desert Air Cooler (Model_L193) | suresh.91 |
| 491 | PID108644 | Air Conditioner | Inverter AC | Model_C2 | 1.0 | 50.0 | 7.0 | 12.0 | Inverter | Turbo Mode | 4.0 | Silver | 55135.0 | 2023-08-04 | 5.0 | 5.0 | Hyderabad | Amazon | 25.0 | Out of Stock | 60.0 | Positive | Not Returned | Delivered with damaged packaging. | Resolved | NaT | Mumbai | Voltas Inverter AC Air Conditioner (Model_C2) | ajay7 |
| 492 | PID878002 | Refrigerator | Bottom Loading | Model_F317 | 1.5 | 250.0 | 7.0 | 12.0 | Direct Cool | StoreFresh+ | 1.0 | Black | 61806.0 | 2022-01-31 | 1.0 | 4.0 | Pune | Flipkart | 0.0 | Out of Stock | 12.0 | Neutral | Returned | Remote stopped working. | In Progress | 2022-07-09 | Hyderabad | Voltas Single Door Refrigerator (Model_F317) | deepa.zone5 |
| 493 | PID275253 | Refrigerator | Single Door | Model_Z129 | 1.5 | 50.0 | 7.0 | 12.0 | Frost Free | StoreFresh+ | 5.0 | Black | 56407.0 | 2024-06-16 | 2.0 | 3.1 | Kolkata | Croma | 15.0 | Out of Stock | 24.0 | Neutral | Not Returned | Remote stopped working. | Resolved | 2022-03-28 | Hyderabad | Voltas Single Door Refrigerator (Model_Z129) | vikasexpress2 |
| 494 | PID322665 | Air Conditioner | Split AC | Model_B131 | 1.0 | 50.0 | 7.0 | 12.0 | Compressor Cooling | Adjustable Cooling | 3.0 | Grey | 67872.0 | 2023-05-07 | 10.0 | 4.1 | Hyderabad | Croma | 10.0 | Out of Stock | 120.0 | Negative | Returned | No issues so far. | Unresolved | 2022-03-01 | Ahmedabad | Voltas Split AC Air Conditioner (Model_B131) | deepa85 |
| 495 | PID408384 | Air Cooler | Desert | Model_R303 | 1.5 | 90.0 | 7.0 | 12.0 | Evaporative Cooling | Ice Chamber | 5.0 | White | 46386.0 | 2022-03-03 | 10.0 | 3.2 | Chennai | Flipkart | 10.0 | Out of Stock | 120.0 | Positive | Returned | Noisy operation at night. | In Progress | 2023-03-11 | Mumbai | Voltas Desert Air Cooler (Model_R303) | seema.buyer22 |
| 496 | PID319590 | Washing Machine | Top Load | Model_N221 | 1.5 | 50.0 | 6.0 | 12.0 | Semi-Automatic | ProSmart Inverter Motor | 2.0 | Blue | 19647.0 | 2022-06-23 | 2.0 | 3.2 | Chennai | Amazon | 0.0 | Out of Stock | 24.0 | Negative | Returned | Excellent performance. | In Progress | 2023-11-09 | Hyderabad | Voltas Top Load Washing Machine (Model_N221) | shilpa767 |
| 497 | PID390184 | Dishwasher | Full Size | Model_A0 | 1.5 | 50.0 | 7.0 | 12.0 | Electronic Control | Hygiene+ | 5.0 | Grey | 14754.0 | 2022-08-28 | 10.0 | 4.5 | Mumbai | Vijay Sales | 20.0 | Out of Stock | 120.0 | Positive | Not Returned | Cooling issue after 2 months. | In Progress | 2022-06-30 | Hyderabad | Voltas Full Size Dishwasher (Model_W230) | rohitzone84 |
| 498 | PID966079 | Washing Machine | Front Load | Model_S96 | 1.5 | 50.0 | 6.0 | 12.0 | Fully-Automatic | ProSmart Inverter Motor | 3.0 | White | 58325.0 | 2023-01-19 | 1.0 | 4.8 | Pune | Croma | 30.0 | In Stock | 12.0 | Negative | Returned | Excellent performance. | Resolved | 2022-06-21 | Hyderabad | Voltas Front Load Washing Machine (Model_S96) | nisha_52 |
| 499 | PID937912 | Dishwasher | Full Size | Model_T175 | 1.5 | 50.0 | 7.0 | 12.0 | Electronic Control | ProSmart Inverter Motor | 4.0 | Black | 71284.0 | 2023-12-13 | 10.0 | 4.2 | Pune | Croma | 0.0 | In Stock | 120.0 | Negative | Returned | Slow installation service. | Resolved | 2024-01-12 | Ahmedabad | Voltas Full Size Dishwasher (Model_T175) | komal.shop392 |